{"id":"W4411404980","doi":"10.1017/9781009592963.003","title":"Identity in Context","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Context (archaeology); Sociology; Geography; Art; Aesthetics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001802246,0.0003792961,0.0005469388,0.0005276171,0.0001323774,0.00005324168,0.0007855966,0.000622556,0.0001432343],"category_scores_gemma":[0.000007417587,0.0005061775,0.0002907001,0.00002007087,0.0002366348,0.0001324749,0.0002736461,0.0007305886,0.0001947457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286199,"about_ca_system_score_gemma":0.0001129296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393099,"about_ca_topic_score_gemma":0.0005372702,"domain_scores_codex":[0.998385,0.0001010554,0.0002653239,0.0006512402,0.0002344304,0.0003629338],"domain_scores_gemma":[0.9986927,0.00008028089,0.0001979596,0.0007942202,0.0001255646,0.0001092819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001901761,0.00003293664,0.0000360967,0.00006214795,0.000236242,0.0009431311,0.000268834,1.178748e-7,0.000005757012,0.9188281,0.0757886,0.003607876],"study_design_scores_gemma":[0.001712993,0.00004105284,0.0005084945,0.0001965346,0.0001457606,0.000009853455,0.0002611735,0.000001779879,0.00002972706,0.000160283,0.9964831,0.0004492294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001157163,0.0008436343,0.000179808,0.00002244402,0.002130081,0.00053488,0.0002121515,0.0001185493,0.9948013],"genre_scores_gemma":[0.007369581,0.0001622493,0.000007573141,0.0002495952,0.0001708771,0.000001575004,0.00004003795,0.00003886093,0.9919596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9206945,"threshold_uncertainty_score":0.999739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628173447105826,"score_gpt":0.2635316184468418,"score_spread":0.2372498839757835,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}